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Future incorporation of more gene regulatory interactions and their detailed interaction properties can be explored as new network data arrive to improve the quality of predictions and extend them to other cell types.
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However, GO annotation based on both computational predictions and extended manual curation has so far only been available for one of its species, namely A. nidulans.
Our work could provide a workflow linking outcrop fracture observations to the 3D model of subsurface fracture prediction and extend modeling capability in other outcrop studies.
Therefore, W-SAS-MP can be an appropriate tool for enhancing daily rainfall prediction accuracy and extend prediction lead time.
In this study, two methods called combined season-multilayer perceptron (SAS-MP) and hybrid wavelet-season-multilayer perceptron (W-SAS-MP) were developed to enhance prediction accuracy and extend prediction lead time of daily rainfall up to 5 days by using data from two stations in Turkey.
We used this prediction and extended to other types of habitat changes (such as the emergence of a new disease or climatic changes) and other species properties, and discussed how intraspecific diversity of a species affects the probability of its long-term survival.
To test these predictions and to extend our exploratory analysis based on ICA, we also performed specific cross-correlation analyses (CCAs) of functional connectivity among key regions of interest in these two RSNs.
Findings in line with our prediction would also reinforce and extend nonhuman based neurophysiological theories on the relation between operant behavior and declarative memory, which involves the conscious recollection of facts and events [ 17- 20].
In the same mouse model we will test the effects on the variables of different drug combinations to verify the model's predictions and to eventually refine and extend the model by including new variables and mechanisms.
The primary objective of the ANN Back-propagation (BP) prediction model was to validate and extend the application of microalloy steels for various engineering applications.
Our new data confirm and extend this prediction for both extension and flexion forces.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com